Cargando…

Associations between urbanicity and malaria at local scales in Uganda

BACKGROUND: Sub-Saharan Africa is expected to show the greatest rates of urbanization over the next 50 years. Urbanization has shown a substantial impact in reducing malaria transmission due to multiple factors, including unfavourable habitats for Anopheles mosquitoes, generally healthier human popu...

Descripción completa

Detalles Bibliográficos
Autores principales: Kigozi, Simon P., Pindolia, Deepa K., Smith, David L., Arinaitwe, Emmanuel, Katureebe, Agaba, Kilama, Maxwell, Nankabirwa, Joaniter, Lindsay, Steve W., Staedke, Sarah G., Dorsey, Grant, Kamya, Moses R., Tatem, Andrew J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4587721/
https://www.ncbi.nlm.nih.gov/pubmed/26415959
http://dx.doi.org/10.1186/s12936-015-0865-2
_version_ 1782392502035152896
author Kigozi, Simon P.
Pindolia, Deepa K.
Smith, David L.
Arinaitwe, Emmanuel
Katureebe, Agaba
Kilama, Maxwell
Nankabirwa, Joaniter
Lindsay, Steve W.
Staedke, Sarah G.
Dorsey, Grant
Kamya, Moses R.
Tatem, Andrew J.
author_facet Kigozi, Simon P.
Pindolia, Deepa K.
Smith, David L.
Arinaitwe, Emmanuel
Katureebe, Agaba
Kilama, Maxwell
Nankabirwa, Joaniter
Lindsay, Steve W.
Staedke, Sarah G.
Dorsey, Grant
Kamya, Moses R.
Tatem, Andrew J.
author_sort Kigozi, Simon P.
collection PubMed
description BACKGROUND: Sub-Saharan Africa is expected to show the greatest rates of urbanization over the next 50 years. Urbanization has shown a substantial impact in reducing malaria transmission due to multiple factors, including unfavourable habitats for Anopheles mosquitoes, generally healthier human populations, better access to healthcare, and higher housing standards. Statistical relationships have been explored at global and local scales, but generally only examining the effects of urbanization on single malaria metrics. In this study, associations between multiple measures of urbanization and a variety of malaria metrics were estimated at local scales. METHODS: Cohorts of children and adults from 100 households across each of three contrasting sub-counties of Uganda (Walukuba, Nagongera and Kihihi) were followed for 24 months. Measures of urbanicity included density of surrounding households, vegetation index, satellite-derived night-time lights, land cover, and a composite urbanicity score. Malaria metrics included the household density of mosquitoes (number of female Anopheles mosquitoes captured), parasite prevalence and malaria incidence. Associations between measures of urbanicity and malaria metrics were made using negative binomial and logistic regression models. RESULTS: One site (Walukuba) had significantly higher urbanicity measures compared to the two rural sites. In Walukuba, all individual measures of higher urbanicity were significantly associated with a lower household density of mosquitoes. The higher composite urbanicity score in Walukuba was also associated with a lower household density of mosquitoes (incidence rate ratio = 0.28, 95 % CI 0.17–0.48, p < 0.001) and a lower parasite prevalence (odds ratio, OR = 0.44, CI 0.20–0.97, p = 0.04). In one rural site (Kihihi), only a higher density of surrounding households was associated with a lower parasite prevalence (OR = 0.15, CI 0.07–0.34, p < 0.001). And, in only one rural site (Nagongera) was living where NDVI ≤0.45 associated with higher incidence of malaria (IRR = 1.35, CI 1.35–1.70, p = 0.01). CONCLUSIONS: Urbanicity has been shown previously to lead to a reduction in malaria transmission at large spatial scales. At finer scales, individual household measures of higher urbanicity were associated with lower mosquito densities and parasite prevalence only in the site that was generally characterized as being urban. The approaches outlined here can help better characterize urbanicity at the household level and improve targeting of control interventions.
format Online
Article
Text
id pubmed-4587721
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-45877212015-09-30 Associations between urbanicity and malaria at local scales in Uganda Kigozi, Simon P. Pindolia, Deepa K. Smith, David L. Arinaitwe, Emmanuel Katureebe, Agaba Kilama, Maxwell Nankabirwa, Joaniter Lindsay, Steve W. Staedke, Sarah G. Dorsey, Grant Kamya, Moses R. Tatem, Andrew J. Malar J Research BACKGROUND: Sub-Saharan Africa is expected to show the greatest rates of urbanization over the next 50 years. Urbanization has shown a substantial impact in reducing malaria transmission due to multiple factors, including unfavourable habitats for Anopheles mosquitoes, generally healthier human populations, better access to healthcare, and higher housing standards. Statistical relationships have been explored at global and local scales, but generally only examining the effects of urbanization on single malaria metrics. In this study, associations between multiple measures of urbanization and a variety of malaria metrics were estimated at local scales. METHODS: Cohorts of children and adults from 100 households across each of three contrasting sub-counties of Uganda (Walukuba, Nagongera and Kihihi) were followed for 24 months. Measures of urbanicity included density of surrounding households, vegetation index, satellite-derived night-time lights, land cover, and a composite urbanicity score. Malaria metrics included the household density of mosquitoes (number of female Anopheles mosquitoes captured), parasite prevalence and malaria incidence. Associations between measures of urbanicity and malaria metrics were made using negative binomial and logistic regression models. RESULTS: One site (Walukuba) had significantly higher urbanicity measures compared to the two rural sites. In Walukuba, all individual measures of higher urbanicity were significantly associated with a lower household density of mosquitoes. The higher composite urbanicity score in Walukuba was also associated with a lower household density of mosquitoes (incidence rate ratio = 0.28, 95 % CI 0.17–0.48, p < 0.001) and a lower parasite prevalence (odds ratio, OR = 0.44, CI 0.20–0.97, p = 0.04). In one rural site (Kihihi), only a higher density of surrounding households was associated with a lower parasite prevalence (OR = 0.15, CI 0.07–0.34, p < 0.001). And, in only one rural site (Nagongera) was living where NDVI ≤0.45 associated with higher incidence of malaria (IRR = 1.35, CI 1.35–1.70, p = 0.01). CONCLUSIONS: Urbanicity has been shown previously to lead to a reduction in malaria transmission at large spatial scales. At finer scales, individual household measures of higher urbanicity were associated with lower mosquito densities and parasite prevalence only in the site that was generally characterized as being urban. The approaches outlined here can help better characterize urbanicity at the household level and improve targeting of control interventions. BioMed Central 2015-09-29 /pmc/articles/PMC4587721/ /pubmed/26415959 http://dx.doi.org/10.1186/s12936-015-0865-2 Text en © Kigozi et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Kigozi, Simon P.
Pindolia, Deepa K.
Smith, David L.
Arinaitwe, Emmanuel
Katureebe, Agaba
Kilama, Maxwell
Nankabirwa, Joaniter
Lindsay, Steve W.
Staedke, Sarah G.
Dorsey, Grant
Kamya, Moses R.
Tatem, Andrew J.
Associations between urbanicity and malaria at local scales in Uganda
title Associations between urbanicity and malaria at local scales in Uganda
title_full Associations between urbanicity and malaria at local scales in Uganda
title_fullStr Associations between urbanicity and malaria at local scales in Uganda
title_full_unstemmed Associations between urbanicity and malaria at local scales in Uganda
title_short Associations between urbanicity and malaria at local scales in Uganda
title_sort associations between urbanicity and malaria at local scales in uganda
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4587721/
https://www.ncbi.nlm.nih.gov/pubmed/26415959
http://dx.doi.org/10.1186/s12936-015-0865-2
work_keys_str_mv AT kigozisimonp associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT pindoliadeepak associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT smithdavidl associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT arinaitweemmanuel associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT katureebeagaba associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT kilamamaxwell associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT nankabirwajoaniter associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT lindsaystevew associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT staedkesarahg associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT dorseygrant associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT kamyamosesr associationsbetweenurbanicityandmalariaatlocalscalesinuganda
AT tatemandrewj associationsbetweenurbanicityandmalariaatlocalscalesinuganda